Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 1915886 |
| Missing cells | 175989 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 558 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 233.9 MiB |
| Average record size in memory | 128.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 2 |
| Text | 5 |
| Unsupported | 3 |
| Numeric | 5 |
| Dataset has 558 (< 0.1%) duplicate rows | Duplicates |
ARR_DELAY is highly overall correlated with CANCELLED and 1 other fields | High correlation |
CANCELLED is highly overall correlated with ARR_DELAY | High correlation |
DEP_DELAY is highly overall correlated with ARR_DELAY | High correlation |
CANCELLED is highly imbalanced (82.1%) | Imbalance |
DEP_DELAY has 50351 (2.6%) missing values | Missing |
ARR_DELAY has 55991 (2.9%) missing values | Missing |
AIR_TIME has 56551 (3.0%) missing values | Missing |
OP_CARRIER_FL_NUM is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
AIR_TIME is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DISTANCE is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DEP_DELAY has 91189 (4.8%) zeros | Zeros |
ARR_DELAY has 34815 (1.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-30 23:10:06.862629 |
|---|---|
| Analysis finished | 2025-04-30 23:11:20.834598 |
| Duration | 1 minute and 13.97 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
FL_DATE
Date
| Distinct | 90 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
| Minimum | 2019-01-01 00:00:00 |
|---|---|
| Maximum | 2019-03-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
OP_CARRIER
Categorical
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
| WN | |
|---|---|
| AA | |
| DL | |
| OO | |
| UA | |
| Other values (21) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WN |
|---|---|
| 2nd row | WN |
| 3rd row | WN |
| 4th row | WN |
| 5th row | WN |
Common Values
| Value | Count | Frequency (%) |
| WN | 330295 | |
| AA | 232973 | |
| DL | 225391 | |
| OO | 195141 | |
| UA | 144328 | 7.5% |
| YX | 77168 | 4.0% |
| MQ | 75780 | 4.0% |
| B6 | 72788 | 3.8% |
| OH | 68825 | 3.6% |
| AS | 61476 | 3.2% |
| Other values (16) | 431721 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| wn | 330295 | |
| aa | 232973 | |
| dl | 225391 | |
| oo | 195141 | |
| ua | 144328 | 7.5% |
| yx | 77168 | 4.0% |
| mq | 75780 | 4.0% |
| b6 | 72788 | 3.8% |
| oh | 68825 | 3.6% |
| as | 61476 | 3.2% |
| Other values (16) | 431721 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 710100 | |
| O | 459107 | |
| N | 376355 | 9.8% |
| W | 356282 | 9.3% |
| D | 225391 | 5.9% |
| L | 225391 | 5.9% |
| U | 144328 | 3.8% |
| Y | 130867 | 3.4% |
| X | 124463 | 3.2% |
| Q | 104414 | 2.7% |
| Other values (18) | 975074 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 3611939 | |
| Decimal Number | 219833 | 5.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 710100 | |
| O | 459107 | |
| N | 376355 | |
| W | 356282 | |
| D | 225391 | 6.2% |
| L | 225391 | 6.2% |
| U | 144328 | 4.0% |
| Y | 130867 | 3.6% |
| X | 124463 | 3.4% |
| Q | 104414 | 2.9% |
| Other values (13) | 755241 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 89147 | |
| 6 | 72788 | |
| 4 | 24294 | 11.1% |
| 7 | 21221 | 9.7% |
| 5 | 12383 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3611939 | |
| Common | 219833 | 5.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 710100 | |
| O | 459107 | |
| N | 376355 | |
| W | 356282 | |
| D | 225391 | 6.2% |
| L | 225391 | 6.2% |
| U | 144328 | 4.0% |
| Y | 130867 | 3.6% |
| X | 124463 | 3.4% |
| Q | 104414 | 2.9% |
| Other values (13) | 755241 |
Common
| Value | Count | Frequency (%) |
| 9 | 89147 | |
| 6 | 72788 | |
| 4 | 24294 | 11.1% |
| 7 | 21221 | 9.7% |
| 5 | 12383 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3831772 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 710100 | |
| O | 459107 | |
| N | 376355 | 9.8% |
| W | 356282 | 9.3% |
| D | 225391 | 5.9% |
| L | 225391 | 5.9% |
| U | 144328 | 3.8% |
| Y | 130867 | 3.4% |
| X | 124463 | 3.2% |
| Q | 104414 | 2.7% |
| Other values (18) | 975074 |
TAIL_NUM
Text
| Distinct | 6032 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 12156 |
| Missing (%) | 0.6% |
| Memory size | 14.6 MiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.984959 |
| Min length | 3 |
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | N955WN |
|---|---|
| 2nd row | N8686A |
| 3rd row | N201LV |
| 4th row | N413WN |
| 5th row | N7832A |
| Value | Count | Frequency (%) |
| n485ha | 928 | < 0.1% |
| n483ha | 882 | < 0.1% |
| n479ha | 882 | < 0.1% |
| n480ha | 875 | < 0.1% |
| n491ha | 873 | < 0.1% |
| n478ha | 873 | < 0.1% |
| n488ha | 865 | < 0.1% |
| n492ha | 852 | < 0.1% |
| n486ha | 830 | < 0.1% |
| n481ha | 822 | < 0.1% |
| Other values (6022) | 1895048 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 2452769 | |
| 8 | 707327 | 6.2% |
| 9 | 670104 | 5.9% |
| 2 | 655270 | 5.8% |
| 1 | 646872 | 5.7% |
| 3 | 639856 | 5.6% |
| 7 | 637062 | 5.6% |
| 6 | 630969 | 5.5% |
| 4 | 618458 | 5.4% |
| 5 | 596772 | 5.2% |
| Other values (24) | 3138287 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6233123 | |
| Uppercase Letter | 5160623 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2452769 | |
| A | 476263 | 9.2% |
| W | 354473 | 6.9% |
| S | 281640 | 5.5% |
| D | 142991 | 2.8% |
| U | 136019 | 2.6% |
| J | 134311 | 2.6% |
| E | 131976 | 2.6% |
| B | 115776 | 2.2% |
| K | 108109 | 2.1% |
| Other values (14) | 826296 | 16.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 707327 | |
| 9 | 670104 | |
| 2 | 655270 | |
| 1 | 646872 | |
| 3 | 639856 | |
| 7 | 637062 | |
| 6 | 630969 | |
| 4 | 618458 | |
| 5 | 596772 | |
| 0 | 430433 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6233123 | |
| Latin | 5160623 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 2452769 | |
| A | 476263 | 9.2% |
| W | 354473 | 6.9% |
| S | 281640 | 5.5% |
| D | 142991 | 2.8% |
| U | 136019 | 2.6% |
| J | 134311 | 2.6% |
| E | 131976 | 2.6% |
| B | 115776 | 2.2% |
| K | 108109 | 2.1% |
| Other values (14) | 826296 | 16.0% |
Common
| Value | Count | Frequency (%) |
| 8 | 707327 | |
| 9 | 670104 | |
| 2 | 655270 | |
| 1 | 646872 | |
| 3 | 639856 | |
| 7 | 637062 | |
| 6 | 630969 | |
| 4 | 618458 | |
| 5 | 596772 | |
| 0 | 430433 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11393746 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 2452769 | |
| 8 | 707327 | 6.2% |
| 9 | 670104 | 5.9% |
| 2 | 655270 | 5.8% |
| 1 | 646872 | 5.7% |
| 3 | 639856 | 5.6% |
| 7 | 637062 | 5.6% |
| 6 | 630969 | 5.5% |
| 4 | 618458 | 5.4% |
| 5 | 596772 | 5.2% |
| Other values (24) | 3138287 |
OP_CARRIER_FL_NUM
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
ORIGIN_AIRPORT_ID
Real number (ℝ)
| Distinct | 361 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12688.148 |
| Minimum | 10135 |
|---|---|
| Maximum | 16218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.6 MiB |
Quantile statistics
| Minimum | 10135 |
|---|---|
| 5-th percentile | 10397 |
| Q1 | 11292 |
| median | 12889 |
| Q3 | 14057 |
| 95-th percentile | 14893 |
| Maximum | 16218 |
| Range | 6083 |
| Interquartile range (IQR) | 2765 |
Descriptive statistics
| Standard deviation | 1521.9003 |
|---|---|
| Coefficient of variation (CV) | 0.11994661 |
| Kurtosis | -1.3144165 |
| Mean | 12688.148 |
| Median Absolute Deviation (MAD) | 1456 |
| Skewness | 0.063539771 |
| Sum | 2.4309045 × 1010 |
| Variance | 2316180.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10397 | 93763 | 4.9% |
| 13930 | 92227 | 4.8% |
| 11298 | 69960 | 3.7% |
| 11292 | 64616 | 3.4% |
| 11057 | 61579 | 3.2% |
| 12892 | 60182 | 3.1% |
| 14107 | 45568 | 2.4% |
| 12266 | 43910 | 2.3% |
| 14747 | 43823 | 2.3% |
| 14771 | 41890 | 2.2% |
| Other values (351) | 1298368 |
| Value | Count | Frequency (%) |
| 10135 | 1310 | 0.1% |
| 10136 | 490 | < 0.1% |
| 10140 | 6251 | |
| 10141 | 180 | < 0.1% |
| 10146 | 250 | < 0.1% |
| 10155 | 341 | < 0.1% |
| 10157 | 365 | < 0.1% |
| 10158 | 870 | < 0.1% |
| 10165 | 26 | < 0.1% |
| 10170 | 154 | < 0.1% |
| Value | Count | Frequency (%) |
| 16218 | 375 | < 0.1% |
| 16101 | 328 | < 0.1% |
| 15991 | 178 | < 0.1% |
| 15919 | 3484 | |
| 15841 | 180 | < 0.1% |
| 15624 | 1614 | 0.1% |
| 15607 | 253 | < 0.1% |
| 15582 | 153 | < 0.1% |
| 15454 | 158 | < 0.1% |
| 15412 | 4707 |
ORIGIN
Text
| Distinct | 361 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RSW |
|---|---|
| 2nd row | RSW |
| 3rd row | RSW |
| 4th row | RSW |
| 5th row | RSW |
| Value | Count | Frequency (%) |
| atl | 93763 | 4.9% |
| ord | 92227 | 4.8% |
| dfw | 69960 | 3.7% |
| den | 64616 | 3.4% |
| clt | 61579 | 3.2% |
| lax | 60182 | 3.1% |
| phx | 45568 | 2.4% |
| iah | 43910 | 2.3% |
| sea | 43823 | 2.3% |
| sfo | 41890 | 2.2% |
| Other values (351) | 1298368 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 636257 | 11.1% |
| L | 537540 | 9.4% |
| S | 471225 | 8.2% |
| D | 455861 | 7.9% |
| T | 321423 | 5.6% |
| O | 305142 | 5.3% |
| C | 292061 | 5.1% |
| M | 250272 | 4.4% |
| R | 234630 | 4.1% |
| P | 233127 | 4.1% |
| Other values (16) | 2010120 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5747658 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 636257 | 11.1% |
| L | 537540 | 9.4% |
| S | 471225 | 8.2% |
| D | 455861 | 7.9% |
| T | 321423 | 5.6% |
| O | 305142 | 5.3% |
| C | 292061 | 5.1% |
| M | 250272 | 4.4% |
| R | 234630 | 4.1% |
| P | 233127 | 4.1% |
| Other values (16) | 2010120 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5747658 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 636257 | 11.1% |
| L | 537540 | 9.4% |
| S | 471225 | 8.2% |
| D | 455861 | 7.9% |
| T | 321423 | 5.6% |
| O | 305142 | 5.3% |
| C | 292061 | 5.1% |
| M | 250272 | 4.4% |
| R | 234630 | 4.1% |
| P | 233127 | 4.1% |
| Other values (16) | 2010120 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5747658 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 636257 | 11.1% |
| L | 537540 | 9.4% |
| S | 471225 | 8.2% |
| D | 455861 | 7.9% |
| T | 321423 | 5.6% |
| O | 305142 | 5.3% |
| C | 292061 | 5.1% |
| M | 250272 | 4.4% |
| R | 234630 | 4.1% |
| P | 233127 | 4.1% |
| Other values (16) | 2010120 |
ORIGIN_CITY_NAME
Text
| Distinct | 355 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
Length
| Max length | 34 |
|---|---|
| Median length | 29 |
| Mean length | 13.127786 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fort Myers, FL |
|---|---|
| 2nd row | Fort Myers, FL |
| 3rd row | Fort Myers, FL |
| 4th row | Fort Myers, FL |
| 5th row | Fort Myers, FL |
| Value | Count | Frequency (%) |
| ca | 208407 | 4.7% |
| tx | 191353 | 4.3% |
| fl | 154819 | 3.5% |
| il | 116787 | 2.6% |
| chicago | 111550 | 2.5% |
| ny | 100614 | 2.3% |
| san | 100434 | 2.3% |
| ga | 100109 | 2.3% |
| atlanta | 93763 | 2.1% |
| nc | 88964 | 2.0% |
| Other values (432) | 3178709 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2529623 | 10.1% | |
| , | 1915886 | 7.6% |
| a | 1891495 | 7.5% |
| o | 1418940 | 5.6% |
| e | 1327363 | 5.3% |
| n | 1237686 | 4.9% |
| t | 1212999 | 4.8% |
| l | 1105059 | 4.4% |
| i | 994357 | 4.0% |
| r | 893295 | 3.6% |
| Other values (47) | 10624639 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14043408 | |
| Uppercase Letter | 6501852 | |
| Space Separator | 2529623 | 10.1% |
| Other Punctuation | 2075056 | 8.3% |
| Dash Punctuation | 1403 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1891495 | |
| o | 1418940 | |
| e | 1327363 | |
| n | 1237686 | |
| t | 1212999 | |
| l | 1105059 | |
| i | 994357 | |
| r | 893295 | 6.4% |
| s | 871783 | 6.2% |
| h | 608724 | 4.3% |
| Other values (16) | 2481707 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 805425 | 12.4% |
| C | 751389 | 11.6% |
| N | 543421 | 8.4% |
| L | 507774 | 7.8% |
| D | 345067 | 5.3% |
| M | 333237 | 5.1% |
| F | 325764 | 5.0% |
| T | 308995 | 4.8% |
| S | 289864 | 4.5% |
| O | 274468 | 4.2% |
| Other values (16) | 2016448 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1915886 | |
| / | 137792 | 6.6% |
| . | 21378 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 2529623 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1403 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20545260 | |
| Common | 4606082 | 18.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1891495 | 9.2% |
| o | 1418940 | 6.9% |
| e | 1327363 | 6.5% |
| n | 1237686 | 6.0% |
| t | 1212999 | 5.9% |
| l | 1105059 | 5.4% |
| i | 994357 | 4.8% |
| r | 893295 | 4.3% |
| s | 871783 | 4.2% |
| A | 805425 | 3.9% |
| Other values (42) | 8786858 |
Common
| Value | Count | Frequency (%) |
| 2529623 | ||
| , | 1915886 | |
| / | 137792 | 3.0% |
| . | 21378 | 0.5% |
| - | 1403 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25151342 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2529623 | 10.1% | |
| , | 1915886 | 7.6% |
| a | 1891495 | 7.5% |
| o | 1418940 | 5.6% |
| e | 1327363 | 5.3% |
| n | 1237686 | 4.9% |
| t | 1212999 | 4.8% |
| l | 1105059 | 4.4% |
| i | 994357 | 4.0% |
| r | 893295 | 3.6% |
| Other values (47) | 10624639 |
DEST_AIRPORT_ID
Real number (ℝ)
| Distinct | 361 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12689.267 |
| Minimum | 10135 |
|---|---|
| Maximum | 16218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.6 MiB |
Quantile statistics
| Minimum | 10135 |
|---|---|
| 5-th percentile | 10397 |
| Q1 | 11292 |
| median | 12889 |
| Q3 | 14057 |
| 95-th percentile | 14893 |
| Maximum | 16218 |
| Range | 6083 |
| Interquartile range (IQR) | 2765 |
Descriptive statistics
| Standard deviation | 1521.2486 |
|---|---|
| Coefficient of variation (CV) | 0.11988467 |
| Kurtosis | -1.3148134 |
| Mean | 12689.267 |
| Median Absolute Deviation (MAD) | 1456 |
| Skewness | 0.061895338 |
| Sum | 2.4311188 × 1010 |
| Variance | 2314197.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10397 | 93635 | 4.9% |
| 13930 | 93278 | 4.9% |
| 11298 | 69580 | 3.6% |
| 11292 | 64625 | 3.4% |
| 11057 | 61946 | 3.2% |
| 12892 | 60305 | 3.1% |
| 14107 | 45644 | 2.4% |
| 12266 | 43890 | 2.3% |
| 14747 | 43825 | 2.3% |
| 14771 | 42540 | 2.2% |
| Other values (351) | 1296618 |
| Value | Count | Frequency (%) |
| 10135 | 1311 | 0.1% |
| 10136 | 490 | < 0.1% |
| 10140 | 5952 | |
| 10141 | 181 | < 0.1% |
| 10146 | 250 | < 0.1% |
| 10155 | 341 | < 0.1% |
| 10157 | 366 | < 0.1% |
| 10158 | 870 | < 0.1% |
| 10165 | 26 | < 0.1% |
| 10170 | 154 | < 0.1% |
| Value | Count | Frequency (%) |
| 16218 | 376 | < 0.1% |
| 16101 | 328 | < 0.1% |
| 15991 | 178 | < 0.1% |
| 15919 | 3485 | |
| 15841 | 180 | < 0.1% |
| 15624 | 1615 | 0.1% |
| 15607 | 253 | < 0.1% |
| 15582 | 153 | < 0.1% |
| 15454 | 159 | < 0.1% |
| 15412 | 4709 |
DESTINATION
Text
| Distinct | 361 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CLE |
|---|---|
| 2nd row | CMH |
| 3rd row | CMH |
| 4th row | CMH |
| 5th row | DAL |
| Value | Count | Frequency (%) |
| atl | 93635 | 4.9% |
| ord | 93278 | 4.9% |
| dfw | 69580 | 3.6% |
| den | 64625 | 3.4% |
| clt | 61946 | 3.2% |
| lax | 60305 | 3.1% |
| phx | 45644 | 2.4% |
| iah | 43890 | 2.3% |
| sea | 43825 | 2.3% |
| sfo | 42540 | 2.2% |
| Other values (351) | 1296618 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 635492 | 11.1% |
| L | 538220 | 9.4% |
| S | 470928 | 8.2% |
| D | 456870 | 7.9% |
| T | 320873 | 5.6% |
| O | 306272 | 5.3% |
| C | 292499 | 5.1% |
| M | 250164 | 4.4% |
| R | 235559 | 4.1% |
| P | 233075 | 4.1% |
| Other values (16) | 2007706 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5747658 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 635492 | 11.1% |
| L | 538220 | 9.4% |
| S | 470928 | 8.2% |
| D | 456870 | 7.9% |
| T | 320873 | 5.6% |
| O | 306272 | 5.3% |
| C | 292499 | 5.1% |
| M | 250164 | 4.4% |
| R | 235559 | 4.1% |
| P | 233075 | 4.1% |
| Other values (16) | 2007706 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5747658 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 635492 | 11.1% |
| L | 538220 | 9.4% |
| S | 470928 | 8.2% |
| D | 456870 | 7.9% |
| T | 320873 | 5.6% |
| O | 306272 | 5.3% |
| C | 292499 | 5.1% |
| M | 250164 | 4.4% |
| R | 235559 | 4.1% |
| P | 233075 | 4.1% |
| Other values (16) | 2007706 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5747658 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 635492 | 11.1% |
| L | 538220 | 9.4% |
| S | 470928 | 8.2% |
| D | 456870 | 7.9% |
| T | 320873 | 5.6% |
| O | 306272 | 5.3% |
| C | 292499 | 5.1% |
| M | 250164 | 4.4% |
| R | 235559 | 4.1% |
| P | 233075 | 4.1% |
| Other values (16) | 2007706 |
DEST_CITY_NAME
Text
| Distinct | 355 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
Length
| Max length | 34 |
|---|---|
| Median length | 29 |
| Mean length | 13.128301 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cleveland, OH |
|---|---|
| 2nd row | Columbus, OH |
| 3rd row | Columbus, OH |
| 4th row | Columbus, OH |
| 5th row | Dallas, TX |
| Value | Count | Frequency (%) |
| ca | 208820 | 4.7% |
| tx | 190973 | 4.3% |
| fl | 154482 | 3.5% |
| il | 117881 | 2.7% |
| chicago | 112641 | 2.5% |
| san | 101006 | 2.3% |
| ny | 100596 | 2.3% |
| ga | 99984 | 2.2% |
| atlanta | 93635 | 2.1% |
| nc | 89333 | 2.0% |
| Other values (432) | 3176051 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2529516 | 10.1% | |
| , | 1915886 | 7.6% |
| a | 1892431 | 7.5% |
| o | 1419297 | 5.6% |
| e | 1327436 | 5.3% |
| n | 1237775 | 4.9% |
| t | 1211404 | 4.8% |
| l | 1104155 | 4.4% |
| i | 995691 | 4.0% |
| r | 893144 | 3.6% |
| Other values (47) | 10625594 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14045335 | |
| Uppercase Letter | 6501372 | |
| Space Separator | 2529516 | 10.1% |
| Other Punctuation | 2074703 | 8.2% |
| Dash Punctuation | 1403 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1892431 | |
| o | 1419297 | |
| e | 1327436 | |
| n | 1237775 | |
| t | 1211404 | |
| l | 1104155 | |
| i | 995691 | |
| r | 893144 | 6.4% |
| s | 870984 | 6.2% |
| h | 609904 | 4.3% |
| Other values (16) | 2483114 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 804496 | 12.4% |
| C | 754052 | 11.6% |
| N | 543450 | 8.4% |
| L | 508773 | 7.8% |
| D | 344392 | 5.3% |
| M | 331933 | 5.1% |
| F | 325415 | 5.0% |
| T | 308579 | 4.7% |
| S | 290267 | 4.5% |
| O | 274235 | 4.2% |
| Other values (16) | 2015780 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1915886 | |
| / | 137418 | 6.6% |
| . | 21399 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 2529516 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1403 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20546707 | |
| Common | 4605622 | 18.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1892431 | 9.2% |
| o | 1419297 | 6.9% |
| e | 1327436 | 6.5% |
| n | 1237775 | 6.0% |
| t | 1211404 | 5.9% |
| l | 1104155 | 5.4% |
| i | 995691 | 4.8% |
| r | 893144 | 4.3% |
| s | 870984 | 4.2% |
| A | 804496 | 3.9% |
| Other values (42) | 8789894 |
Common
| Value | Count | Frequency (%) |
| 2529516 | ||
| , | 1915886 | |
| / | 137418 | 3.0% |
| . | 21399 | 0.5% |
| - | 1403 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25152329 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2529516 | 10.1% | |
| , | 1915886 | 7.6% |
| a | 1892431 | 7.5% |
| o | 1419297 | 5.6% |
| e | 1327436 | 5.3% |
| n | 1237775 | 4.9% |
| t | 1211404 | 4.8% |
| l | 1104155 | 4.4% |
| i | 995691 | 4.0% |
| r | 893144 | 3.6% |
| Other values (47) | 10625594 |
DEP_DELAY
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 1358 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 50351 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.802747 |
| Minimum | -63 |
|---|---|
| Maximum | 2941 |
| Zeros | 91189 |
| Zeros (%) | 4.8% |
| Negative | 1134513 |
| Negative (%) | 59.2% |
| Memory size | 14.6 MiB |
Quantile statistics
| Minimum | -63 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -6 |
| median | -2 |
| Q3 | 7 |
| 95-th percentile | 77 |
| Maximum | 2941 |
| Range | 3004 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 50.163046 |
|---|---|
| Coefficient of variation (CV) | 4.6435453 |
| Kurtosis | 179.39921 |
| Mean | 10.802747 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 10.063645 |
| Sum | 20152903 |
| Variance | 2516.3312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -5 | 145399 | 7.6% |
| -4 | 138929 | 7.3% |
| -3 | 133393 | 7.0% |
| -2 | 120925 | 6.3% |
| -6 | 117068 | 6.1% |
| -1 | 105567 | 5.5% |
| -7 | 97253 | 5.1% |
| 0 | 91189 | 4.8% |
| -8 | 75138 | 3.9% |
| -9 | 56371 | 2.9% |
| Other values (1348) | 784303 |
| Value | Count | Frequency (%) |
| -63 | 1 | < 0.1% |
| -56 | 1 | < 0.1% |
| -55 | 1 | < 0.1% |
| -50 | 1 | < 0.1% |
| -49 | 2 | < 0.1% |
| -48 | 1 | < 0.1% |
| -47 | 5 | |
| -46 | 2 | < 0.1% |
| -45 | 1 | < 0.1% |
| -44 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2941 | 1 | |
| 2672 | 1 | |
| 2209 | 1 | |
| 2064 | 1 | |
| 1959 | 1 | |
| 1840 | 1 | |
| 1742 | 1 | |
| 1690 | 1 | |
| 1674 | 1 | |
| 1663 | 1 |
ARR_DELAY
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 1393 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 55991 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.6487366 |
| Minimum | -94 |
|---|---|
| Maximum | 2923 |
| Zeros | 34815 |
| Zeros (%) | 1.8% |
| Negative | 1161110 |
| Negative (%) | 60.6% |
| Memory size | 14.6 MiB |
Quantile statistics
| Minimum | -94 |
|---|---|
| 5-th percentile | -28 |
| Q1 | -15 |
| median | -6 |
| Q3 | 8 |
| 95-th percentile | 77 |
| Maximum | 2923 |
| Range | 3017 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 52.411696 |
|---|---|
| Coefficient of variation (CV) | 9.278481 |
| Kurtosis | 153.08975 |
| Mean | 5.6487366 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 8.9943426 |
| Sum | 10506057 |
| Variance | 2746.9858 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 52080 | 2.7% |
| -11 | 52075 | 2.7% |
| -9 | 51957 | 2.7% |
| -12 | 51809 | 2.7% |
| -13 | 50903 | 2.7% |
| -8 | 50422 | 2.6% |
| -14 | 49472 | 2.6% |
| -7 | 49048 | 2.6% |
| -15 | 47970 | 2.5% |
| -6 | 46773 | 2.4% |
| Other values (1383) | 1357386 | |
| (Missing) | 55991 | 2.9% |
| Value | Count | Frequency (%) |
| -94 | 1 | < 0.1% |
| -87 | 1 | < 0.1% |
| -85 | 2 | |
| -84 | 1 | < 0.1% |
| -83 | 1 | < 0.1% |
| -81 | 2 | |
| -79 | 2 | |
| -78 | 2 | |
| -77 | 2 | |
| -76 | 3 |
| Value | Count | Frequency (%) |
| 2923 | 1 | |
| 2649 | 1 | |
| 2206 | 1 | |
| 2050 | 1 | |
| 1928 | 1 | |
| 1865 | 1 | |
| 1726 | 1 | |
| 1707 | 1 | |
| 1685 | 1 | |
| 1652 | 1 |
CANCELLED
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
| 0.0 | |
|---|---|
| 1.0 | 51614 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1864272 | |
| 1.0 | 51614 | 2.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1864272 | |
| 1.0 | 51614 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3780158 | |
| . | 1915886 | |
| 1 | 51614 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3831772 | |
| Other Punctuation | 1915886 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3780158 | |
| 1 | 51614 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1915886 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5747658 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3780158 | |
| . | 1915886 | |
| 1 | 51614 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5747658 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3780158 | |
| . | 1915886 | |
| 1 | 51614 | 0.9% |
AIR_TIME
Unsupported
Missing Rejected Unsupported
| Missing | 56551 |
|---|---|
| Missing (%) | 3.0% |
| Memory size | 14.6 MiB |
DISTANCE
Unsupported
Rejected Unsupported
| Missing | 630 |
|---|---|
| Missing (%) | < 0.1% |
| Memory size | 14.6 MiB |
OCCUPANCY_RATE
Real number (ℝ)
| Distinct | 545 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 310 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65023395 |
| Minimum | 0.3 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.6 MiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.34 |
| Q1 | 0.48 |
| median | 0.65 |
| Q3 | 0.82473862 |
| 95-th percentile | 0.96 |
| Maximum | 1 |
| Range | 0.7 |
| Interquartile range (IQR) | 0.34473862 |
Descriptive statistics
| Standard deviation | 0.20199945 |
|---|---|
| Coefficient of variation (CV) | 0.31065657 |
| Kurtosis | -1.197604 |
| Mean | 0.65023395 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.0020310438 |
| Sum | 1245572.5 |
| Variance | 0.040803777 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.34 | 27679 | 1.4% |
| 0.78 | 27671 | 1.4% |
| 0.67 | 27614 | 1.4% |
| 0.63 | 27607 | 1.4% |
| 0.8 | 27532 | 1.4% |
| 0.84 | 27528 | 1.4% |
| 0.4 | 27523 | 1.4% |
| 0.55 | 27513 | 1.4% |
| 0.62 | 27512 | 1.4% |
| 0.87 | 27510 | 1.4% |
| Other values (535) | 1639887 |
| Value | Count | Frequency (%) |
| 0.3 | 13501 | |
| 0.300755696 | 10 | < 0.1% |
| 0.303243726 | 10 | < 0.1% |
| 0.303512676 | 10 | < 0.1% |
| 0.30376153 | 10 | < 0.1% |
| 0.307593844 | 10 | < 0.1% |
| 0.308580912 | 10 | < 0.1% |
| 0.31 | 27169 | |
| 0.311331882 | 10 | < 0.1% |
| 0.313140949 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 13711 | |
| 0.998723206 | 10 | < 0.1% |
| 0.998308907 | 10 | < 0.1% |
| 0.995233788 | 10 | < 0.1% |
| 0.993263031 | 10 | < 0.1% |
| 0.992847434 | 10 | < 0.1% |
| 0.99282516 | 10 | < 0.1% |
| 0.99 | 26972 | |
| 0.989766089 | 10 | < 0.1% |
| 0.989274599 | 10 | < 0.1% |
Interactions
Correlations
| ARR_DELAY | CANCELLED | DEP_DELAY | DEST_AIRPORT_ID | OCCUPANCY_RATE | OP_CARRIER | ORIGIN_AIRPORT_ID | |
|---|---|---|---|---|---|---|---|
| ARR_DELAY | 1.000 | 1.000 | 0.649 | 0.029 | -0.001 | 0.021 | -0.001 |
| CANCELLED | 1.000 | 1.000 | 0.016 | 0.031 | 0.002 | 0.100 | 0.028 |
| DEP_DELAY | 0.649 | 0.016 | 1.000 | 0.014 | -0.002 | 0.020 | -0.019 |
| DEST_AIRPORT_ID | 0.029 | 0.031 | 0.014 | 1.000 | -0.001 | 0.200 | 0.022 |
| OCCUPANCY_RATE | -0.001 | 0.002 | -0.002 | -0.001 | 1.000 | 0.000 | -0.000 |
| OP_CARRIER | 0.021 | 0.100 | 0.020 | 0.200 | 0.000 | 1.000 | 0.200 |
| ORIGIN_AIRPORT_ID | -0.001 | 0.028 | -0.019 | 0.022 | -0.000 | 0.200 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| FL_DATE | OP_CARRIER | TAIL_NUM | OP_CARRIER_FL_NUM | ORIGIN_AIRPORT_ID | ORIGIN | ORIGIN_CITY_NAME | DEST_AIRPORT_ID | DESTINATION | DEST_CITY_NAME | DEP_DELAY | ARR_DELAY | CANCELLED | AIR_TIME | DISTANCE | OCCUPANCY_RATE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-03-02 | WN | N955WN | 4591 | 14635 | RSW | Fort Myers, FL | 11042 | CLE | Cleveland, OH | -8.0 | -6.0 | 0.0 | 143.0 | 1025.0 | 0.97 |
| 1 | 2019-03-02 | WN | N8686A | 3231 | 14635 | RSW | Fort Myers, FL | 11066 | CMH | Columbus, OH | 1.0 | 5.0 | 0.0 | 135.0 | 930.0 | 0.55 |
| 2 | 2019-03-02 | WN | N201LV | 3383 | 14635 | RSW | Fort Myers, FL | 11066 | CMH | Columbus, OH | 0.0 | 4.0 | 0.0 | 132.0 | 930.0 | 0.91 |
| 3 | 2019-03-02 | WN | N413WN | 5498 | 14635 | RSW | Fort Myers, FL | 11066 | CMH | Columbus, OH | 11.0 | 14.0 | 0.0 | 136.0 | 930.0 | 0.67 |
| 4 | 2019-03-02 | WN | N7832A | 6933 | 14635 | RSW | Fort Myers, FL | 11259 | DAL | Dallas, TX | 0.0 | -17.0 | 0.0 | 151.0 | 1005.0 | 0.62 |
| 5 | 2019-03-02 | WN | N492WN | 3960 | 14635 | RSW | Fort Myers, FL | 11986 | GRR | Grand Rapids, MI | -2.0 | -8.0 | 0.0 | 162.0 | 1147.0 | 0.49 |
| 6 | 2019-03-02 | WN | N8634A | 3826 | 14635 | RSW | Fort Myers, FL | 12339 | IND | Indianapolis, IN | 11.0 | 17.0 | 0.0 | 143.0 | 945.0 | 0.49 |
| 7 | 2019-03-02 | WN | N210WN | 4014 | 14635 | RSW | Fort Myers, FL | 12339 | IND | Indianapolis, IN | -5.0 | 8.0 | 0.0 | 139.0 | 945.0 | 0.37 |
| 8 | 2019-03-02 | WN | N232WN | 4492 | 14635 | RSW | Fort Myers, FL | 12339 | IND | Indianapolis, IN | -9.0 | -16.0 | 0.0 | 135.0 | 945.0 | 0.31 |
| 9 | 2019-03-02 | WN | N7889A | 4899 | 14635 | RSW | Fort Myers, FL | 12339 | IND | Indianapolis, IN | 0.0 | 11.0 | 0.0 | 150.0 | 945.0 | 0.70 |
| FL_DATE | OP_CARRIER | TAIL_NUM | OP_CARRIER_FL_NUM | ORIGIN_AIRPORT_ID | ORIGIN | ORIGIN_CITY_NAME | DEST_AIRPORT_ID | DESTINATION | DEST_CITY_NAME | DEP_DELAY | ARR_DELAY | CANCELLED | AIR_TIME | DISTANCE | OCCUPANCY_RATE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1915876 | 3/18/19 | AA | N837NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | 3.0 | -1.0 | 0.0 | 109 | **** | 0.548402 |
| 1915877 | 3/19/19 | AA | N840NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -5.0 | -9.0 | 0.0 | 110 | **** | 0.862933 |
| 1915878 | 3/20/19 | AA | N346PR | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -3.0 | -11.0 | 0.0 | 103 | **** | 0.359428 |
| 1915879 | 3/21/19 | AA | N927NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -9.0 | -10.0 | 0.0 | 111 | **** | 0.602012 |
| 1915880 | 3/22/19 | AA | N893NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | 2.0 | -8.0 | 0.0 | 105 | **** | 0.840772 |
| 1915881 | 3/23/19 | AA | N903NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -9.0 | -6.0 | 0.0 | 112 | **** | 0.794884 |
| 1915882 | 3/24/19 | AA | N965AN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -2.0 | -1.0 | 0.0 | 106 | **** | 0.538399 |
| 1915883 | 3/25/19 | AA | N979NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -8.0 | -25.0 | 0.0 | 106 | **** | 0.955579 |
| 1915884 | 3/26/19 | AA | N872NN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -9.0 | -6.0 | 0.0 | 112 | **** | 0.595344 |
| 1915885 | 3/27/19 | AA | N945AN | 1433 | 15370 | TUL | Tulsa, OK | 11057 | CLT | Charlotte, NC | -8.0 | 5.0 | 0.0 | 117 | **** | 0.350192 |
Duplicate rows
Most frequently occurring
| FL_DATE | OP_CARRIER | TAIL_NUM | ORIGIN_AIRPORT_ID | ORIGIN | ORIGIN_CITY_NAME | DEST_AIRPORT_ID | DESTINATION | DEST_CITY_NAME | DEP_DELAY | ARR_DELAY | CANCELLED | OCCUPANCY_RATE | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1/1/19 | B6 | N965WN | 14635 | RSW | Fort Myers, FL | 14307 | PVD | Providence, RI | -5.0 | -13.0 | 0.0 | 0.375903 | 10 |
| 1 | 1/12/19 | DL | N8317M | 14635 | RSW | Fort Myers, FL | 13232 | MDW | Chicago, IL | -2.0 | 11.0 | 0.0 | 0.345389 | 10 |
| 2 | 1/18/19 | UA | N746SW | 14679 | SAN | San Diego, CA | 10693 | BNA | Nashville, TN | 28.0 | 8.0 | 0.0 | 0.801383 | 10 |
| 3 | 1/2/19 | NK | N496WN | 14635 | RSW | Fort Myers, FL | 15016 | STL | St. Louis, MO | -3.0 | 2.0 | 0.0 | 0.698936 | 10 |
| 4 | 1/2/19 | UA | N782SA | 14635 | RSW | Fort Myers, FL | 13232 | MDW | Chicago, IL | 5.0 | 8.0 | 0.0 | 0.801909 | 10 |
| 5 | 1/23/19 | B6 | N8730Q | 14635 | RSW | Fort Myers, FL | 14576 | ROC | Rochester, NY | -1.0 | 11.0 | 0.0 | 0.555812 | 10 |
| 6 | 1/31/19 | AA | N7848A | 13303 | MIA | Miami, FL | 13342 | MKE | Milwaukee, WI | -3.0 | -1.0 | 0.0 | 0.938014 | 10 |
| 7 | 1/8/19 | UA | N8525S | 14679 | SAN | San Diego, CA | 10423 | AUS | Austin, TX | -2.0 | -17.0 | 0.0 | 0.394183 | 10 |
| 8 | 1/9/19 | NK | N441WN | 14635 | RSW | Fort Myers, FL | 14679 | SAN | San Diego, CA | 10.0 | 7.0 | 0.0 | 0.993263 | 10 |
| 9 | 2/2/19 | WN | N223WN | 14635 | RSW | Fort Myers, FL | 13232 | MDW | Chicago, IL | 1.0 | 1.0 | 0.0 | 0.666184 | 10 |